This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.
☆373Jun 20, 2026Updated last month
Alternatives and similar repositories for Awesome-Latent-CoT
Users that are interested in Awesome-Latent-CoT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 📖 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.☆410Nov 5, 2025Updated 9 months ago
- A paper list of Awesome Latent Space.☆957Jul 13, 2026Updated last month
- [EMNLP 2024 Main] Official implementation of the paper "The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Langua…☆13Nov 11, 2024Updated last year
- [ACL 2025 Findings] Official implementation of the paper "Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning".☆23Feb 26, 2025Updated last year
- Paper list for Efficient Reasoning.☆901May 29, 2026Updated 2 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [EMNLP 2024 Main] Official implementation of the paper "Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mech…☆15Oct 8, 2024Updated last year
- [EMNLP 2024 Main] Official implementation of the paper "To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimoda…☆16Dec 13, 2024Updated last year
- [ICML 2025] Official implementation of the paper "SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling". …☆21Nov 17, 2025Updated 9 months ago
- Training Large Language Model to Reason in a Continuous Latent Space☆1,686Jul 2, 2026Updated last month
- ☆117Jan 11, 2026Updated 7 months ago
- ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of…☆95May 30, 2025Updated last year
- Code for the SofT-GRPO algorithm on the LLM soft-thinking reasoning pattern.☆52Jan 2, 2026Updated 7 months ago
- Official implementation of the NeurIPS 2025 paper "Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space"☆349Jun 12, 2026Updated 2 months ago
- [NeurIPS 2025] Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains☆98Jun 29, 2026Updated last month
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official codebase for the paper Latent Visual Reasoning☆173Oct 22, 2025Updated 9 months ago
- [CVPR 2026] Official codes of "Monet: Reasoning in Latent Visual Space Beyond Image and Language"☆217Mar 19, 2026Updated 4 months ago
- Official Repository of LatentSeek☆86Jun 6, 2025Updated last year
- Official implementation of Latent-SFT: teaching LLMs to reason with vocabulary-space latent chains.☆58May 18, 2026Updated 3 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆786Feb 28, 2026Updated 5 months ago
- [ICML2026] Imagination Helps Visual Reasoning, But Not Yet in Latent Space☆29May 4, 2026Updated 3 months ago
- [CVPR 2026] Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens☆296Aug 2, 2025Updated last year
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆227Nov 30, 2025Updated 8 months ago
- Official repository for "CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation"☆104Dec 15, 2025Updated 8 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official codes of "Sketch-in-Latents: Eliciting Unified Reasoning in MLLMs"☆17Feb 15, 2026Updated 6 months ago
- ☆17Feb 4, 2026Updated 6 months ago
- ☆14Nov 19, 2024Updated last year
- [CVPR2026] Official codebase for the paper "Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space"☆88May 12, 2026Updated 3 months ago
- 🔥An open-source survey of the latest video reasoning tasks, paradigms, and benchmarks.☆190Jun 14, 2026Updated 2 months ago
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆1,504Mar 9, 2026Updated 5 months ago
- [ICLR 2026] An official implementation of "SIM-CoT: Supervised Implicit Chain-of-Thought"☆214Apr 13, 2026Updated 4 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,441Aug 2, 2026Updated 2 weeks ago
- [ICML 2025] LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models☆16Nov 4, 2025Updated 9 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS 2025] Hybrid Latent Reasoning via Reinforcement Learning☆196Sep 15, 2025Updated 11 months ago
- [NeurIPS 2025] Official code for paper: Latent Chain-of-Thought for Visual Reasoning☆36Oct 16, 2025Updated 10 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆101Dec 19, 2024Updated last year
- [ECCV 2026] Official repo of "Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens"☆393Jul 30, 2026Updated 2 weeks ago
- [ACL 2024] Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue☆26Oct 18, 2025Updated 10 months ago
- [CVPR2025] Official implementation of the paper "Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practi…☆48Oct 29, 2025Updated 9 months ago
- Repository of Streaming LLMs☆95Jul 26, 2026Updated 3 weeks ago